LLM-Telugu-English
This model is a fine-tuned version of unsloth/tinyllama-chat-bnb-4bit on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 10.0811
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0003
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 8
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 2
- num_epochs: 10
- mixed_precision_training: Native AMP
Training results
Training Loss | Epoch | Step | Validation Loss |
---|---|---|---|
16.0382 | 0.0133 | 2 | 10.0968 |
16.0284 | 0.0267 | 4 | 10.0968 |
16.0373 | 0.04 | 6 | 10.0968 |
16.0279 | 0.0533 | 8 | 10.0968 |
16.0206 | 0.0667 | 10 | 10.0968 |
15.8569 | 0.08 | 12 | 10.0968 |
16.0955 | 0.0933 | 14 | 10.0968 |
16.0921 | 0.1067 | 16 | 10.0967 |
9.7518 | 0.12 | 18 | 10.0965 |
8.5846 | 0.1333 | 20 | 10.0964 |
9.9323 | 0.1467 | 22 | 10.0963 |
10.0995 | 0.16 | 24 | 10.0963 |
7.275 | 0.1733 | 26 | 10.0963 |
5.8267 | 0.1867 | 28 | 10.0963 |
5.4372 | 0.2 | 30 | 10.0963 |
5.1436 | 0.2133 | 32 | 10.0964 |
4.9079 | 0.2267 | 34 | 10.0965 |
4.852 | 0.24 | 36 | 10.0964 |
4.7545 | 0.2533 | 38 | 10.0964 |
4.7705 | 0.2667 | 40 | 10.0964 |
4.7477 | 0.28 | 42 | 10.0964 |
4.6624 | 0.2933 | 44 | 10.0964 |
4.6747 | 0.3067 | 46 | 10.0963 |
4.6626 | 0.32 | 48 | 10.0962 |
4.6596 | 0.3333 | 50 | 10.0961 |
4.6007 | 0.3467 | 52 | 10.0959 |
4.6465 | 0.36 | 54 | 10.0955 |
4.6612 | 0.3733 | 56 | 10.0951 |
4.6591 | 0.3867 | 58 | 10.0947 |
4.6709 | 0.4 | 60 | 10.0945 |
4.6325 | 0.4133 | 62 | 10.0944 |
4.6216 | 0.4267 | 64 | 10.0943 |
4.5949 | 0.44 | 66 | 10.0941 |
4.5693 | 0.4533 | 68 | 10.0938 |
4.6398 | 0.4667 | 70 | 10.0936 |
4.6496 | 0.48 | 72 | 10.0933 |
4.6572 | 0.4933 | 74 | 10.0931 |
4.6251 | 0.5067 | 76 | 10.0928 |
4.6022 | 0.52 | 78 | 10.0926 |
4.617 | 0.5333 | 80 | 10.0924 |
4.5698 | 0.5467 | 82 | 10.0924 |
4.6706 | 0.56 | 84 | 10.0923 |
4.6294 | 0.5733 | 86 | 10.0922 |
4.6366 | 0.5867 | 88 | 10.0921 |
4.6353 | 0.6 | 90 | 10.0919 |
4.61 | 0.6133 | 92 | 10.0918 |
4.574 | 0.6267 | 94 | 10.0918 |
4.5832 | 0.64 | 96 | 10.0917 |
4.5756 | 0.6533 | 98 | 10.0916 |
4.5985 | 0.6667 | 100 | 10.0915 |
4.6782 | 0.68 | 102 | 10.0913 |
4.6178 | 0.6933 | 104 | 10.0911 |
4.6278 | 0.7067 | 106 | 10.0910 |
4.6471 | 0.72 | 108 | 10.0909 |
4.6134 | 0.7333 | 110 | 10.0909 |
4.6147 | 0.7467 | 112 | 10.0909 |
4.5884 | 0.76 | 114 | 10.0909 |
4.5797 | 0.7733 | 116 | 10.0910 |
4.6307 | 0.7867 | 118 | 10.0908 |
4.6118 | 0.8 | 120 | 10.0908 |
4.6009 | 0.8133 | 122 | 10.0907 |
4.6183 | 0.8267 | 124 | 10.0908 |
4.6316 | 0.84 | 126 | 10.0908 |
4.6051 | 0.8533 | 128 | 10.0909 |
4.5876 | 0.8667 | 130 | 10.0909 |
4.6124 | 0.88 | 132 | 10.0909 |
4.6158 | 0.8933 | 134 | 10.0908 |
4.6301 | 0.9067 | 136 | 10.0908 |
4.6291 | 0.92 | 138 | 10.0907 |
4.5405 | 0.9333 | 140 | 10.0907 |
4.6629 | 0.9467 | 142 | 10.0907 |
4.6154 | 0.96 | 144 | 10.0906 |
4.5877 | 0.9733 | 146 | 10.0904 |
4.5802 | 0.9867 | 148 | 10.0901 |
4.628 | 1.0 | 150 | 10.0898 |
4.6293 | 1.0133 | 152 | 10.0896 |
4.5853 | 1.0267 | 154 | 10.0894 |
4.601 | 1.04 | 156 | 10.0893 |
4.5251 | 1.0533 | 158 | 10.0892 |
4.623 | 1.0667 | 160 | 10.0892 |
4.6481 | 1.08 | 162 | 10.0891 |
4.5933 | 1.0933 | 164 | 10.0891 |
4.6093 | 1.1067 | 166 | 10.0891 |
4.586 | 1.12 | 168 | 10.0891 |
4.616 | 1.1333 | 170 | 10.0891 |
4.6209 | 1.1467 | 172 | 10.0891 |
4.6073 | 1.16 | 174 | 10.0892 |
4.5257 | 1.1733 | 176 | 10.0892 |
4.6031 | 1.1867 | 178 | 10.0892 |
4.6551 | 1.2 | 180 | 10.0890 |
4.6294 | 1.2133 | 182 | 10.0889 |
4.5684 | 1.2267 | 184 | 10.0888 |
4.6752 | 1.24 | 186 | 10.0887 |
4.5883 | 1.2533 | 188 | 10.0886 |
4.5744 | 1.2667 | 190 | 10.0886 |
4.6373 | 1.28 | 192 | 10.0887 |
4.5754 | 1.2933 | 194 | 10.0887 |
4.5843 | 1.3067 | 196 | 10.0887 |
4.6066 | 1.32 | 198 | 10.0887 |
4.566 | 1.3333 | 200 | 10.0887 |
4.6126 | 1.3467 | 202 | 10.0888 |
4.5597 | 1.3600 | 204 | 10.0888 |
4.5923 | 1.3733 | 206 | 10.0888 |
4.564 | 1.3867 | 208 | 10.0888 |
4.5965 | 1.4 | 210 | 10.0887 |
4.6134 | 1.4133 | 212 | 10.0887 |
4.5569 | 1.4267 | 214 | 10.0888 |
4.513 | 1.44 | 216 | 10.0890 |
4.6599 | 1.4533 | 218 | 10.0891 |
4.617 | 1.4667 | 220 | 10.0892 |
4.5619 | 1.48 | 222 | 10.0893 |
4.5798 | 1.4933 | 224 | 10.0893 |
4.5828 | 1.5067 | 226 | 10.0892 |
4.6234 | 1.52 | 228 | 10.0891 |
4.5794 | 1.5333 | 230 | 10.0889 |
4.598 | 1.5467 | 232 | 10.0887 |
4.6553 | 1.56 | 234 | 10.0886 |
4.5315 | 1.5733 | 236 | 10.0886 |
4.5766 | 1.5867 | 238 | 10.0885 |
4.5981 | 1.6 | 240 | 10.0885 |
4.5947 | 1.6133 | 242 | 10.0884 |
4.6436 | 1.6267 | 244 | 10.0884 |
4.6416 | 1.6400 | 246 | 10.0884 |
4.5788 | 1.6533 | 248 | 10.0883 |
4.5701 | 1.6667 | 250 | 10.0882 |
4.5803 | 1.6800 | 252 | 10.0882 |
4.5786 | 1.6933 | 254 | 10.0881 |
4.6132 | 1.7067 | 256 | 10.0880 |
4.5837 | 1.72 | 258 | 10.0880 |
4.5783 | 1.7333 | 260 | 10.0879 |
4.5911 | 1.7467 | 262 | 10.0879 |
4.6083 | 1.76 | 264 | 10.0880 |
4.5641 | 1.7733 | 266 | 10.0881 |
4.5856 | 1.7867 | 268 | 10.0881 |
4.6078 | 1.8 | 270 | 10.0882 |
4.5068 | 1.8133 | 272 | 10.0884 |
4.6371 | 1.8267 | 274 | 10.0885 |
4.6445 | 1.8400 | 276 | 10.0886 |
4.5809 | 1.8533 | 278 | 10.0888 |
4.5581 | 1.8667 | 280 | 10.0890 |
4.5765 | 1.88 | 282 | 10.0891 |
4.6221 | 1.8933 | 284 | 10.0890 |
4.5864 | 1.9067 | 286 | 10.0890 |
4.5659 | 1.92 | 288 | 10.0890 |
4.6169 | 1.9333 | 290 | 10.0890 |
4.53 | 1.9467 | 292 | 10.0890 |
4.5928 | 1.96 | 294 | 10.0889 |
4.6003 | 1.9733 | 296 | 10.0888 |
4.6011 | 1.9867 | 298 | 10.0887 |
4.5634 | 2.0 | 300 | 10.0887 |
4.5507 | 2.0133 | 302 | 10.0885 |
4.5613 | 2.0267 | 304 | 10.0885 |
4.4758 | 2.04 | 306 | 10.0884 |
4.6313 | 2.0533 | 308 | 10.0884 |
4.5264 | 2.0667 | 310 | 10.0883 |
4.6134 | 2.08 | 312 | 10.0882 |
4.5417 | 2.0933 | 314 | 10.0882 |
4.6234 | 2.1067 | 316 | 10.0881 |
4.6044 | 2.12 | 318 | 10.0881 |
4.5402 | 2.1333 | 320 | 10.0882 |
4.6112 | 2.1467 | 322 | 10.0882 |
4.6124 | 2.16 | 324 | 10.0882 |
4.5199 | 2.1733 | 326 | 10.0881 |
4.6194 | 2.1867 | 328 | 10.0881 |
4.5702 | 2.2 | 330 | 10.0882 |
4.5808 | 2.2133 | 332 | 10.0882 |
4.6048 | 2.2267 | 334 | 10.0882 |
4.5472 | 2.24 | 336 | 10.0881 |
4.4738 | 2.2533 | 338 | 10.0882 |
4.5582 | 2.2667 | 340 | 10.0883 |
4.525 | 2.2800 | 342 | 10.0883 |
4.4719 | 2.2933 | 344 | 10.0883 |
4.5771 | 2.3067 | 346 | 10.0882 |
4.6026 | 2.32 | 348 | 10.0881 |
4.4366 | 2.3333 | 350 | 10.0880 |
4.579 | 2.3467 | 352 | 10.0879 |
4.5939 | 2.36 | 354 | 10.0880 |
4.5725 | 2.3733 | 356 | 10.0880 |
4.5344 | 2.3867 | 358 | 10.0881 |
4.5393 | 2.4 | 360 | 10.0882 |
4.6091 | 2.4133 | 362 | 10.0883 |
4.5124 | 2.4267 | 364 | 10.0883 |
4.64 | 2.44 | 366 | 10.0884 |
4.5627 | 2.4533 | 368 | 10.0885 |
4.5855 | 2.4667 | 370 | 10.0886 |
4.5735 | 2.48 | 372 | 10.0886 |
4.6217 | 2.4933 | 374 | 10.0886 |
4.594 | 2.5067 | 376 | 10.0886 |
4.6012 | 2.52 | 378 | 10.0886 |
4.5389 | 2.5333 | 380 | 10.0886 |
4.516 | 2.5467 | 382 | 10.0886 |
4.5175 | 2.56 | 384 | 10.0886 |
4.5726 | 2.5733 | 386 | 10.0886 |
4.6047 | 2.5867 | 388 | 10.0886 |
4.6072 | 2.6 | 390 | 10.0886 |
4.6195 | 2.6133 | 392 | 10.0885 |
4.6355 | 2.6267 | 394 | 10.0884 |
4.5855 | 2.64 | 396 | 10.0883 |
4.5953 | 2.6533 | 398 | 10.0882 |
4.5764 | 2.6667 | 400 | 10.0882 |
4.6618 | 2.68 | 402 | 10.0881 |
4.5221 | 2.6933 | 404 | 10.0881 |
4.5367 | 2.7067 | 406 | 10.0880 |
4.6149 | 2.7200 | 408 | 10.0878 |
4.5667 | 2.7333 | 410 | 10.0877 |
4.602 | 2.7467 | 412 | 10.0876 |
4.6179 | 2.76 | 414 | 10.0874 |
4.5552 | 2.7733 | 416 | 10.0874 |
4.5744 | 2.7867 | 418 | 10.0874 |
4.5643 | 2.8 | 420 | 10.0874 |
4.6064 | 2.8133 | 422 | 10.0874 |
4.5532 | 2.8267 | 424 | 10.0874 |
4.5941 | 2.84 | 426 | 10.0874 |
4.5489 | 2.8533 | 428 | 10.0874 |
4.5716 | 2.8667 | 430 | 10.0873 |
4.6087 | 2.88 | 432 | 10.0871 |
4.5906 | 2.8933 | 434 | 10.0870 |
4.5165 | 2.9067 | 436 | 10.0869 |
4.5758 | 2.92 | 438 | 10.0869 |
4.5863 | 2.9333 | 440 | 10.0870 |
4.5932 | 2.9467 | 442 | 10.0871 |
4.6165 | 2.96 | 444 | 10.0872 |
4.5882 | 2.9733 | 446 | 10.0872 |
4.5648 | 2.9867 | 448 | 10.0872 |
4.5237 | 3.0 | 450 | 10.0873 |
4.5929 | 3.0133 | 452 | 10.0872 |
4.5917 | 3.0267 | 454 | 10.0872 |
4.6049 | 3.04 | 456 | 10.0870 |
4.525 | 3.0533 | 458 | 10.0870 |
4.6031 | 3.0667 | 460 | 10.0869 |
4.5275 | 3.08 | 462 | 10.0867 |
4.5251 | 3.0933 | 464 | 10.0867 |
4.4163 | 3.1067 | 466 | 10.0867 |
4.5475 | 3.12 | 468 | 10.0867 |
4.5337 | 3.1333 | 470 | 10.0866 |
4.5883 | 3.1467 | 472 | 10.0865 |
4.604 | 3.16 | 474 | 10.0863 |
4.4893 | 3.1733 | 476 | 10.0862 |
4.5336 | 3.1867 | 478 | 10.0862 |
4.4472 | 3.2 | 480 | 10.0862 |
4.562 | 3.2133 | 482 | 10.0862 |
4.5691 | 3.2267 | 484 | 10.0863 |
4.5068 | 3.24 | 486 | 10.0864 |
4.6052 | 3.2533 | 488 | 10.0865 |
4.5781 | 3.2667 | 490 | 10.0866 |
4.5791 | 3.2800 | 492 | 10.0867 |
4.5613 | 3.2933 | 494 | 10.0868 |
4.5142 | 3.3067 | 496 | 10.0868 |
4.5974 | 3.32 | 498 | 10.0869 |
4.5507 | 3.3333 | 500 | 10.0870 |
4.5754 | 3.3467 | 502 | 10.0871 |
4.5675 | 3.36 | 504 | 10.0872 |
4.6126 | 3.3733 | 506 | 10.0872 |
4.5748 | 3.3867 | 508 | 10.0870 |
4.5648 | 3.4 | 510 | 10.0869 |
4.6053 | 3.4133 | 512 | 10.0868 |
4.5608 | 3.4267 | 514 | 10.0868 |
4.5124 | 3.44 | 516 | 10.0867 |
4.4979 | 3.4533 | 518 | 10.0866 |
4.531 | 3.4667 | 520 | 10.0864 |
4.6 | 3.48 | 522 | 10.0863 |
4.5547 | 3.4933 | 524 | 10.0862 |
4.5892 | 3.5067 | 526 | 10.0861 |
4.4961 | 3.52 | 528 | 10.0860 |
4.5425 | 3.5333 | 530 | 10.0859 |
4.5525 | 3.5467 | 532 | 10.0859 |
4.4992 | 3.56 | 534 | 10.0859 |
4.5792 | 3.5733 | 536 | 10.0857 |
4.5242 | 3.5867 | 538 | 10.0855 |
4.5448 | 3.6 | 540 | 10.0853 |
4.596 | 3.6133 | 542 | 10.0850 |
4.5658 | 3.6267 | 544 | 10.0849 |
4.5226 | 3.64 | 546 | 10.0847 |
4.6567 | 3.6533 | 548 | 10.0845 |
4.516 | 3.6667 | 550 | 10.0844 |
4.6016 | 3.68 | 552 | 10.0844 |
4.5729 | 3.6933 | 554 | 10.0843 |
4.5309 | 3.7067 | 556 | 10.0844 |
4.522 | 3.7200 | 558 | 10.0845 |
4.559 | 3.7333 | 560 | 10.0847 |
4.5039 | 3.7467 | 562 | 10.0850 |
4.5567 | 3.76 | 564 | 10.0853 |
4.5233 | 3.7733 | 566 | 10.0855 |
4.4932 | 3.7867 | 568 | 10.0856 |
4.4892 | 3.8 | 570 | 10.0856 |
4.554 | 3.8133 | 572 | 10.0856 |
4.5995 | 3.8267 | 574 | 10.0853 |
4.575 | 3.84 | 576 | 10.0851 |
4.5985 | 3.8533 | 578 | 10.0848 |
4.6092 | 3.8667 | 580 | 10.0846 |
4.6077 | 3.88 | 582 | 10.0844 |
4.5508 | 3.8933 | 584 | 10.0843 |
4.5553 | 3.9067 | 586 | 10.0842 |
4.6301 | 3.92 | 588 | 10.0841 |
4.5424 | 3.9333 | 590 | 10.0840 |
4.5698 | 3.9467 | 592 | 10.0840 |
4.5653 | 3.96 | 594 | 10.0841 |
4.5335 | 3.9733 | 596 | 10.0841 |
4.5705 | 3.9867 | 598 | 10.0840 |
4.5201 | 4.0 | 600 | 10.0840 |
4.5665 | 4.0133 | 602 | 10.0840 |
4.5797 | 4.0267 | 604 | 10.0840 |
4.5339 | 4.04 | 606 | 10.0840 |
4.5259 | 4.0533 | 608 | 10.0841 |
4.6085 | 4.0667 | 610 | 10.0841 |
4.5937 | 4.08 | 612 | 10.0840 |
4.41 | 4.0933 | 614 | 10.0839 |
4.5135 | 4.1067 | 616 | 10.0838 |
4.5568 | 4.12 | 618 | 10.0838 |
4.5801 | 4.1333 | 620 | 10.0838 |
4.4547 | 4.1467 | 622 | 10.0838 |
4.5839 | 4.16 | 624 | 10.0838 |
4.5197 | 4.1733 | 626 | 10.0839 |
4.4818 | 4.1867 | 628 | 10.0838 |
4.5705 | 4.2 | 630 | 10.0838 |
4.4112 | 4.2133 | 632 | 10.0838 |
4.5893 | 4.2267 | 634 | 10.0838 |
4.5387 | 4.24 | 636 | 10.0837 |
4.5602 | 4.2533 | 638 | 10.0837 |
4.5647 | 4.2667 | 640 | 10.0837 |
4.4941 | 4.28 | 642 | 10.0837 |
4.532 | 4.2933 | 644 | 10.0837 |
4.5477 | 4.3067 | 646 | 10.0836 |
4.5651 | 4.32 | 648 | 10.0835 |
4.4803 | 4.3333 | 650 | 10.0835 |
4.3447 | 4.3467 | 652 | 10.0833 |
4.5321 | 4.36 | 654 | 10.0832 |
4.579 | 4.3733 | 656 | 10.0832 |
4.5805 | 4.3867 | 658 | 10.0832 |
4.6436 | 4.4 | 660 | 10.0832 |
4.5647 | 4.4133 | 662 | 10.0833 |
4.5581 | 4.4267 | 664 | 10.0834 |
4.6162 | 4.44 | 666 | 10.0835 |
4.5351 | 4.4533 | 668 | 10.0836 |
4.5111 | 4.4667 | 670 | 10.0837 |
4.5522 | 4.48 | 672 | 10.0838 |
4.4538 | 4.4933 | 674 | 10.0838 |
4.5385 | 4.5067 | 676 | 10.0837 |
4.5824 | 4.52 | 678 | 10.0837 |
4.5651 | 4.5333 | 680 | 10.0836 |
4.6097 | 4.5467 | 682 | 10.0835 |
4.5868 | 4.5600 | 684 | 10.0835 |
4.4651 | 4.5733 | 686 | 10.0834 |
4.577 | 4.5867 | 688 | 10.0833 |
4.582 | 4.6 | 690 | 10.0833 |
4.4836 | 4.6133 | 692 | 10.0832 |
4.5592 | 4.6267 | 694 | 10.0831 |
4.2845 | 4.64 | 696 | 10.0831 |
4.4483 | 4.6533 | 698 | 10.0831 |
4.4794 | 4.6667 | 700 | 10.0831 |
4.5373 | 4.68 | 702 | 10.0832 |
4.4577 | 4.6933 | 704 | 10.0833 |
4.5491 | 4.7067 | 706 | 10.0834 |
4.5306 | 4.72 | 708 | 10.0835 |
4.4774 | 4.7333 | 710 | 10.0835 |
4.5408 | 4.7467 | 712 | 10.0834 |
4.5074 | 4.76 | 714 | 10.0834 |
4.5761 | 4.7733 | 716 | 10.0835 |
4.5716 | 4.7867 | 718 | 10.0835 |
4.5962 | 4.8 | 720 | 10.0835 |
4.5512 | 4.8133 | 722 | 10.0836 |
4.5461 | 4.8267 | 724 | 10.0836 |
4.5095 | 4.84 | 726 | 10.0837 |
4.5244 | 4.8533 | 728 | 10.0837 |
4.5628 | 4.8667 | 730 | 10.0837 |
4.5707 | 4.88 | 732 | 10.0836 |
4.6426 | 4.8933 | 734 | 10.0836 |
4.5901 | 4.9067 | 736 | 10.0834 |
4.5143 | 4.92 | 738 | 10.0833 |
4.5419 | 4.9333 | 740 | 10.0832 |
4.5359 | 4.9467 | 742 | 10.0831 |
4.5672 | 4.96 | 744 | 10.0830 |
4.5234 | 4.9733 | 746 | 10.0831 |
4.5359 | 4.9867 | 748 | 10.0831 |
4.4814 | 5.0 | 750 | 10.0832 |
4.5405 | 5.0133 | 752 | 10.0833 |
4.5361 | 5.0267 | 754 | 10.0833 |
4.54 | 5.04 | 756 | 10.0834 |
4.4954 | 5.0533 | 758 | 10.0833 |
4.501 | 5.0667 | 760 | 10.0833 |
4.5501 | 5.08 | 762 | 10.0833 |
4.4114 | 5.0933 | 764 | 10.0833 |
4.6391 | 5.1067 | 766 | 10.0833 |
4.5089 | 5.12 | 768 | 10.0833 |
4.5715 | 5.1333 | 770 | 10.0833 |
4.5439 | 5.1467 | 772 | 10.0834 |
4.5465 | 5.16 | 774 | 10.0836 |
4.4583 | 5.1733 | 776 | 10.0837 |
4.5132 | 5.1867 | 778 | 10.0838 |
4.5779 | 5.2 | 780 | 10.0839 |
4.4824 | 5.2133 | 782 | 10.0840 |
4.5093 | 5.2267 | 784 | 10.0841 |
4.5195 | 5.24 | 786 | 10.0842 |
4.5647 | 5.2533 | 788 | 10.0842 |
4.5503 | 5.2667 | 790 | 10.0843 |
4.5384 | 5.28 | 792 | 10.0843 |
4.5286 | 5.2933 | 794 | 10.0844 |
4.555 | 5.3067 | 796 | 10.0844 |
4.5181 | 5.32 | 798 | 10.0845 |
4.4931 | 5.3333 | 800 | 10.0844 |
4.6149 | 5.3467 | 802 | 10.0844 |
4.5127 | 5.36 | 804 | 10.0844 |
4.4422 | 5.3733 | 806 | 10.0844 |
4.5678 | 5.3867 | 808 | 10.0843 |
4.5638 | 5.4 | 810 | 10.0843 |
4.5562 | 5.4133 | 812 | 10.0843 |
4.5514 | 5.4267 | 814 | 10.0843 |
4.6194 | 5.44 | 816 | 10.0843 |
4.5126 | 5.4533 | 818 | 10.0843 |
4.5638 | 5.4667 | 820 | 10.0843 |
4.5457 | 5.48 | 822 | 10.0843 |
4.5069 | 5.4933 | 824 | 10.0843 |
4.5392 | 5.5067 | 826 | 10.0843 |
4.5215 | 5.52 | 828 | 10.0842 |
4.5852 | 5.5333 | 830 | 10.0842 |
4.5284 | 5.5467 | 832 | 10.0842 |
4.5202 | 5.5600 | 834 | 10.0842 |
4.4908 | 5.5733 | 836 | 10.0842 |
4.5339 | 5.5867 | 838 | 10.0842 |
4.5589 | 5.6 | 840 | 10.0842 |
4.571 | 5.6133 | 842 | 10.0842 |
4.5164 | 5.6267 | 844 | 10.0842 |
4.4746 | 5.64 | 846 | 10.0842 |
4.5247 | 5.6533 | 848 | 10.0842 |
4.5632 | 5.6667 | 850 | 10.0842 |
4.4582 | 5.68 | 852 | 10.0843 |
4.5055 | 5.6933 | 854 | 10.0842 |
4.5637 | 5.7067 | 856 | 10.0843 |
4.5915 | 5.72 | 858 | 10.0843 |
4.5423 | 5.7333 | 860 | 10.0843 |
4.4493 | 5.7467 | 862 | 10.0842 |
4.4397 | 5.76 | 864 | 10.0842 |
4.5316 | 5.7733 | 866 | 10.0842 |
4.4764 | 5.7867 | 868 | 10.0843 |
4.5047 | 5.8 | 870 | 10.0843 |
4.418 | 5.8133 | 872 | 10.0844 |
4.4483 | 5.8267 | 874 | 10.0843 |
4.3434 | 5.84 | 876 | 10.0843 |
4.5338 | 5.8533 | 878 | 10.0842 |
4.4638 | 5.8667 | 880 | 10.0841 |
4.4347 | 5.88 | 882 | 10.0841 |
4.5513 | 5.8933 | 884 | 10.0840 |
4.5146 | 5.9067 | 886 | 10.0840 |
4.5313 | 5.92 | 888 | 10.0840 |
4.3903 | 5.9333 | 890 | 10.0839 |
4.506 | 5.9467 | 892 | 10.0839 |
4.5061 | 5.96 | 894 | 10.0838 |
4.5077 | 5.9733 | 896 | 10.0837 |
4.5579 | 5.9867 | 898 | 10.0836 |
4.5499 | 6.0 | 900 | 10.0836 |
4.6132 | 6.0133 | 902 | 10.0835 |
4.5265 | 6.0267 | 904 | 10.0834 |
4.5288 | 6.04 | 906 | 10.0834 |
4.5204 | 6.0533 | 908 | 10.0834 |
4.4766 | 6.0667 | 910 | 10.0833 |
4.4845 | 6.08 | 912 | 10.0833 |
4.4996 | 6.0933 | 914 | 10.0832 |
4.4882 | 6.1067 | 916 | 10.0832 |
4.4789 | 6.12 | 918 | 10.0831 |
4.4914 | 6.1333 | 920 | 10.0831 |
4.4657 | 6.1467 | 922 | 10.0829 |
4.4977 | 6.16 | 924 | 10.0828 |
4.5977 | 6.1733 | 926 | 10.0828 |
4.5537 | 6.1867 | 928 | 10.0828 |
4.4485 | 6.2 | 930 | 10.0828 |
4.5043 | 6.2133 | 932 | 10.0828 |
4.529 | 6.2267 | 934 | 10.0828 |
4.4851 | 6.24 | 936 | 10.0827 |
4.5978 | 6.2533 | 938 | 10.0826 |
4.5376 | 6.2667 | 940 | 10.0826 |
4.4748 | 6.28 | 942 | 10.0826 |
4.5317 | 6.2933 | 944 | 10.0826 |
4.5192 | 6.3067 | 946 | 10.0826 |
4.5374 | 6.32 | 948 | 10.0827 |
4.4732 | 6.3333 | 950 | 10.0827 |
4.4496 | 6.3467 | 952 | 10.0828 |
4.5118 | 6.36 | 954 | 10.0828 |
4.4722 | 6.3733 | 956 | 10.0828 |
4.5443 | 6.3867 | 958 | 10.0828 |
4.407 | 6.4 | 960 | 10.0828 |
4.5284 | 6.4133 | 962 | 10.0827 |
4.4682 | 6.4267 | 964 | 10.0827 |
4.5642 | 6.44 | 966 | 10.0827 |
4.5256 | 6.4533 | 968 | 10.0827 |
4.5182 | 6.4667 | 970 | 10.0827 |
4.5824 | 6.48 | 972 | 10.0826 |
4.542 | 6.4933 | 974 | 10.0825 |
4.3906 | 6.5067 | 976 | 10.0824 |
4.6096 | 6.52 | 978 | 10.0824 |
4.6145 | 6.5333 | 980 | 10.0823 |
4.5128 | 6.5467 | 982 | 10.0823 |
4.5066 | 6.5600 | 984 | 10.0823 |
4.5442 | 6.5733 | 986 | 10.0823 |
4.5083 | 6.5867 | 988 | 10.0823 |
4.4607 | 6.6 | 990 | 10.0823 |
4.4718 | 6.6133 | 992 | 10.0823 |
4.4227 | 6.6267 | 994 | 10.0823 |
4.5171 | 6.64 | 996 | 10.0823 |
4.5532 | 6.6533 | 998 | 10.0822 |
4.4576 | 6.6667 | 1000 | 10.0822 |
4.4971 | 6.68 | 1002 | 10.0821 |
4.4647 | 6.6933 | 1004 | 10.0819 |
4.4646 | 6.7067 | 1006 | 10.0819 |
4.5331 | 6.72 | 1008 | 10.0818 |
4.45 | 6.7333 | 1010 | 10.0818 |
4.4731 | 6.7467 | 1012 | 10.0818 |
4.5177 | 6.76 | 1014 | 10.0817 |
4.5444 | 6.7733 | 1016 | 10.0817 |
4.6044 | 6.7867 | 1018 | 10.0816 |
4.6105 | 6.8 | 1020 | 10.0815 |
4.5786 | 6.8133 | 1022 | 10.0814 |
4.4749 | 6.8267 | 1024 | 10.0813 |
4.5384 | 6.84 | 1026 | 10.0813 |
4.5034 | 6.8533 | 1028 | 10.0812 |
4.4696 | 6.8667 | 1030 | 10.0812 |
4.4341 | 6.88 | 1032 | 10.0812 |
4.5323 | 6.8933 | 1034 | 10.0813 |
4.4929 | 6.9067 | 1036 | 10.0812 |
4.4103 | 6.92 | 1038 | 10.0812 |
4.4176 | 6.9333 | 1040 | 10.0813 |
4.6159 | 6.9467 | 1042 | 10.0813 |
4.5646 | 6.96 | 1044 | 10.0813 |
4.5855 | 6.9733 | 1046 | 10.0813 |
4.4977 | 6.9867 | 1048 | 10.0812 |
4.5779 | 7.0 | 1050 | 10.0812 |
4.4322 | 7.0133 | 1052 | 10.0812 |
4.4626 | 7.0267 | 1054 | 10.0811 |
4.5158 | 7.04 | 1056 | 10.0811 |
4.4401 | 7.0533 | 1058 | 10.0810 |
4.5392 | 7.0667 | 1060 | 10.0810 |
4.3086 | 7.08 | 1062 | 10.0809 |
4.5261 | 7.0933 | 1064 | 10.0808 |
4.4982 | 7.1067 | 1066 | 10.0806 |
4.4799 | 7.12 | 1068 | 10.0806 |
4.4396 | 7.1333 | 1070 | 10.0806 |
4.537 | 7.1467 | 1072 | 10.0806 |
4.5716 | 7.16 | 1074 | 10.0807 |
4.5369 | 7.1733 | 1076 | 10.0807 |
4.4797 | 7.1867 | 1078 | 10.0807 |
4.4942 | 7.2 | 1080 | 10.0807 |
4.4966 | 7.2133 | 1082 | 10.0806 |
4.5611 | 7.2267 | 1084 | 10.0805 |
4.5248 | 7.24 | 1086 | 10.0805 |
4.4882 | 7.2533 | 1088 | 10.0803 |
4.5391 | 7.2667 | 1090 | 10.0803 |
4.5252 | 7.28 | 1092 | 10.0802 |
4.5423 | 7.2933 | 1094 | 10.0803 |
4.4333 | 7.3067 | 1096 | 10.0803 |
4.5494 | 7.32 | 1098 | 10.0804 |
4.4878 | 7.3333 | 1100 | 10.0804 |
4.5564 | 7.3467 | 1102 | 10.0804 |
4.5479 | 7.36 | 1104 | 10.0805 |
4.3784 | 7.3733 | 1106 | 10.0805 |
4.5166 | 7.3867 | 1108 | 10.0805 |
4.6188 | 7.4 | 1110 | 10.0805 |
4.4945 | 7.4133 | 1112 | 10.0804 |
4.5339 | 7.4267 | 1114 | 10.0804 |
4.4972 | 7.44 | 1116 | 10.0804 |
4.511 | 7.4533 | 1118 | 10.0804 |
4.48 | 7.4667 | 1120 | 10.0804 |
4.543 | 7.48 | 1122 | 10.0803 |
4.4549 | 7.4933 | 1124 | 10.0803 |
4.6075 | 7.5067 | 1126 | 10.0803 |
4.5291 | 7.52 | 1128 | 10.0803 |
4.5056 | 7.5333 | 1130 | 10.0803 |
4.5458 | 7.5467 | 1132 | 10.0803 |
4.5269 | 7.5600 | 1134 | 10.0804 |
4.5245 | 7.5733 | 1136 | 10.0804 |
4.5268 | 7.5867 | 1138 | 10.0805 |
4.4687 | 7.6 | 1140 | 10.0805 |
4.5181 | 7.6133 | 1142 | 10.0806 |
4.5211 | 7.6267 | 1144 | 10.0807 |
4.4878 | 7.64 | 1146 | 10.0808 |
4.5733 | 7.6533 | 1148 | 10.0808 |
4.5269 | 7.6667 | 1150 | 10.0809 |
4.4863 | 7.68 | 1152 | 10.0809 |
4.5988 | 7.6933 | 1154 | 10.0809 |
4.5421 | 7.7067 | 1156 | 10.0810 |
4.4844 | 7.72 | 1158 | 10.0810 |
4.507 | 7.7333 | 1160 | 10.0811 |
4.5211 | 7.7467 | 1162 | 10.0811 |
4.3269 | 7.76 | 1164 | 10.0812 |
4.5513 | 7.7733 | 1166 | 10.0812 |
4.5255 | 7.7867 | 1168 | 10.0812 |
4.5229 | 7.8 | 1170 | 10.0812 |
4.5031 | 7.8133 | 1172 | 10.0811 |
4.5165 | 7.8267 | 1174 | 10.0812 |
4.5122 | 7.84 | 1176 | 10.0812 |
4.501 | 7.8533 | 1178 | 10.0811 |
4.4985 | 7.8667 | 1180 | 10.0812 |
4.4658 | 7.88 | 1182 | 10.0812 |
4.5273 | 7.8933 | 1184 | 10.0812 |
4.5423 | 7.9067 | 1186 | 10.0812 |
4.5255 | 7.92 | 1188 | 10.0812 |
4.4473 | 7.9333 | 1190 | 10.0812 |
4.5417 | 7.9467 | 1192 | 10.0813 |
4.5772 | 7.96 | 1194 | 10.0813 |
4.5325 | 7.9733 | 1196 | 10.0813 |
4.5529 | 7.9867 | 1198 | 10.0813 |
4.5229 | 8.0 | 1200 | 10.0814 |
4.4882 | 8.0133 | 1202 | 10.0814 |
4.5008 | 8.0267 | 1204 | 10.0814 |
4.4513 | 8.04 | 1206 | 10.0814 |
4.5181 | 8.0533 | 1208 | 10.0814 |
4.501 | 8.0667 | 1210 | 10.0814 |
4.2932 | 8.08 | 1212 | 10.0814 |
4.5252 | 8.0933 | 1214 | 10.0814 |
4.48 | 8.1067 | 1216 | 10.0814 |
4.522 | 8.12 | 1218 | 10.0814 |
4.5676 | 8.1333 | 1220 | 10.0814 |
4.589 | 8.1467 | 1222 | 10.0814 |
4.475 | 8.16 | 1224 | 10.0814 |
4.5084 | 8.1733 | 1226 | 10.0814 |
4.4974 | 8.1867 | 1228 | 10.0815 |
4.4285 | 8.2 | 1230 | 10.0815 |
4.4656 | 8.2133 | 1232 | 10.0815 |
4.5709 | 8.2267 | 1234 | 10.0816 |
4.4712 | 8.24 | 1236 | 10.0817 |
4.5609 | 8.2533 | 1238 | 10.0817 |
4.5245 | 8.2667 | 1240 | 10.0818 |
4.4821 | 8.28 | 1242 | 10.0818 |
4.4912 | 8.2933 | 1244 | 10.0818 |
4.5026 | 8.3067 | 1246 | 10.0818 |
4.3747 | 8.32 | 1248 | 10.0818 |
4.5427 | 8.3333 | 1250 | 10.0817 |
4.4499 | 8.3467 | 1252 | 10.0817 |
4.4864 | 8.36 | 1254 | 10.0817 |
4.4935 | 8.3733 | 1256 | 10.0816 |
4.4979 | 8.3867 | 1258 | 10.0815 |
4.5575 | 8.4 | 1260 | 10.0814 |
4.4815 | 8.4133 | 1262 | 10.0814 |
4.5001 | 8.4267 | 1264 | 10.0813 |
4.4767 | 8.44 | 1266 | 10.0813 |
4.5063 | 8.4533 | 1268 | 10.0812 |
4.4797 | 8.4667 | 1270 | 10.0812 |
4.6695 | 8.48 | 1272 | 10.0811 |
4.5586 | 8.4933 | 1274 | 10.0811 |
4.4612 | 8.5067 | 1276 | 10.0811 |
4.5756 | 8.52 | 1278 | 10.0811 |
4.5437 | 8.5333 | 1280 | 10.0811 |
4.4484 | 8.5467 | 1282 | 10.0811 |
4.6015 | 8.56 | 1284 | 10.0812 |
4.4626 | 8.5733 | 1286 | 10.0812 |
4.4443 | 8.5867 | 1288 | 10.0811 |
4.5031 | 8.6 | 1290 | 10.0811 |
4.5138 | 8.6133 | 1292 | 10.0811 |
4.5702 | 8.6267 | 1294 | 10.0810 |
4.5529 | 8.64 | 1296 | 10.0810 |
4.4987 | 8.6533 | 1298 | 10.0810 |
4.4904 | 8.6667 | 1300 | 10.0810 |
4.4805 | 8.68 | 1302 | 10.0809 |
4.5267 | 8.6933 | 1304 | 10.0809 |
4.4707 | 8.7067 | 1306 | 10.0809 |
4.4532 | 8.72 | 1308 | 10.0809 |
4.5555 | 8.7333 | 1310 | 10.0810 |
4.419 | 8.7467 | 1312 | 10.0810 |
4.4268 | 8.76 | 1314 | 10.0810 |
4.5148 | 8.7733 | 1316 | 10.0810 |
4.4611 | 8.7867 | 1318 | 10.0810 |
4.4491 | 8.8 | 1320 | 10.0810 |
4.4779 | 8.8133 | 1322 | 10.0810 |
4.5728 | 8.8267 | 1324 | 10.0811 |
4.5084 | 8.84 | 1326 | 10.0811 |
4.4257 | 8.8533 | 1328 | 10.0811 |
4.4467 | 8.8667 | 1330 | 10.0811 |
4.6206 | 8.88 | 1332 | 10.0811 |
4.4724 | 8.8933 | 1334 | 10.0811 |
4.5613 | 8.9067 | 1336 | 10.0811 |
4.4891 | 8.92 | 1338 | 10.0811 |
4.5502 | 8.9333 | 1340 | 10.0811 |
4.4949 | 8.9467 | 1342 | 10.0811 |
4.4939 | 8.96 | 1344 | 10.0811 |
4.5501 | 8.9733 | 1346 | 10.0811 |
4.4193 | 8.9867 | 1348 | 10.0811 |
4.5714 | 9.0 | 1350 | 10.0811 |
4.5785 | 9.0133 | 1352 | 10.0811 |
4.4798 | 9.0267 | 1354 | 10.0811 |
4.4346 | 9.04 | 1356 | 10.0811 |
4.4867 | 9.0533 | 1358 | 10.0811 |
4.5249 | 9.0667 | 1360 | 10.0811 |
4.5694 | 9.08 | 1362 | 10.0811 |
4.4998 | 9.0933 | 1364 | 10.0811 |
4.451 | 9.1067 | 1366 | 10.0811 |
4.5109 | 9.12 | 1368 | 10.0811 |
4.5374 | 9.1333 | 1370 | 10.0811 |
4.4574 | 9.1467 | 1372 | 10.0811 |
4.5282 | 9.16 | 1374 | 10.0812 |
4.4572 | 9.1733 | 1376 | 10.0812 |
4.4568 | 9.1867 | 1378 | 10.0812 |
4.5027 | 9.2 | 1380 | 10.0812 |
4.5006 | 9.2133 | 1382 | 10.0812 |
4.5186 | 9.2267 | 1384 | 10.0812 |
4.5342 | 9.24 | 1386 | 10.0812 |
4.5245 | 9.2533 | 1388 | 10.0812 |
4.3806 | 9.2667 | 1390 | 10.0812 |
4.4991 | 9.28 | 1392 | 10.0812 |
4.4938 | 9.2933 | 1394 | 10.0811 |
4.5124 | 9.3067 | 1396 | 10.0811 |
4.5648 | 9.32 | 1398 | 10.0811 |
4.4494 | 9.3333 | 1400 | 10.0811 |
4.4762 | 9.3467 | 1402 | 10.0811 |
4.4916 | 9.36 | 1404 | 10.0811 |
4.5835 | 9.3733 | 1406 | 10.0811 |
4.5769 | 9.3867 | 1408 | 10.0811 |
4.5128 | 9.4 | 1410 | 10.0810 |
4.4905 | 9.4133 | 1412 | 10.0810 |
4.5325 | 9.4267 | 1414 | 10.0811 |
4.5229 | 9.44 | 1416 | 10.0811 |
4.5037 | 9.4533 | 1418 | 10.0811 |
4.4705 | 9.4667 | 1420 | 10.0811 |
4.4419 | 9.48 | 1422 | 10.0811 |
4.5376 | 9.4933 | 1424 | 10.0811 |
4.5424 | 9.5067 | 1426 | 10.0811 |
4.4665 | 9.52 | 1428 | 10.0811 |
4.4978 | 9.5333 | 1430 | 10.0811 |
4.4718 | 9.5467 | 1432 | 10.0811 |
4.4661 | 9.56 | 1434 | 10.0811 |
4.4298 | 9.5733 | 1436 | 10.0811 |
4.5356 | 9.5867 | 1438 | 10.0811 |
4.5357 | 9.6 | 1440 | 10.0811 |
4.5361 | 9.6133 | 1442 | 10.0811 |
4.4925 | 9.6267 | 1444 | 10.0811 |
4.5342 | 9.64 | 1446 | 10.0811 |
4.4856 | 9.6533 | 1448 | 10.0811 |
4.5232 | 9.6667 | 1450 | 10.0811 |
4.509 | 9.68 | 1452 | 10.0811 |
4.5488 | 9.6933 | 1454 | 10.0811 |
4.5325 | 9.7067 | 1456 | 10.0811 |
4.4715 | 9.72 | 1458 | 10.0812 |
4.4939 | 9.7333 | 1460 | 10.0811 |
4.5249 | 9.7467 | 1462 | 10.0811 |
4.4374 | 9.76 | 1464 | 10.0811 |
4.5617 | 9.7733 | 1466 | 10.0812 |
4.4823 | 9.7867 | 1468 | 10.0812 |
4.4692 | 9.8 | 1470 | 10.0812 |
4.4439 | 9.8133 | 1472 | 10.0812 |
4.4725 | 9.8267 | 1474 | 10.0812 |
4.4995 | 9.84 | 1476 | 10.0812 |
4.455 | 9.8533 | 1478 | 10.0812 |
4.4025 | 9.8667 | 1480 | 10.0812 |
4.4283 | 9.88 | 1482 | 10.0812 |
4.5785 | 9.8933 | 1484 | 10.0811 |
4.4846 | 9.9067 | 1486 | 10.0811 |
4.528 | 9.92 | 1488 | 10.0811 |
4.4948 | 9.9333 | 1490 | 10.0811 |
4.4395 | 9.9467 | 1492 | 10.0811 |
4.5151 | 9.96 | 1494 | 10.0811 |
4.5765 | 9.9733 | 1496 | 10.0811 |
4.5282 | 9.9867 | 1498 | 10.0811 |
4.5143 | 10.0 | 1500 | 10.0811 |
Framework versions
- PEFT 0.14.0
- Transformers 4.48.3
- Pytorch 2.6.0+cu124
- Datasets 3.3.1
- Tokenizers 0.21.0
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unsloth/tinyllama-chat-bnb-4bit